CN110276060B - Data processing method and device - Google Patents
Data processing method and device Download PDFInfo
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- CN110276060B CN110276060B CN201910551534.6A CN201910551534A CN110276060B CN 110276060 B CN110276060 B CN 110276060B CN 201910551534 A CN201910551534 A CN 201910551534A CN 110276060 B CN110276060 B CN 110276060B
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Abstract
The invention discloses a data processing method and device. The data processing method comprises the following steps: respectively acquiring N identical fields included in N first data tables from the N first data tables, wherein N is an integer greater than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; and sending the data corresponding to the field with the highest priority to the target table, thereby realizing that the same fields in the N first data tables are firstly subjected to priority sequencing, and the fields with high priority are sent to the target table, and improving the technical effect of higher reliability of the data in the target table. The method and the device solve the technical problem that in the prior art, the reliability of the data in the target table is low in the process of fusing the data in different tables to obtain the target table.
Description
Technical Field
The present invention relates to the field of data processing, and in particular, to a method and an apparatus for data processing.
Background
Currently, in the process of map building, data fusion is needed, that is, data of the same data item facing a plurality of original tables are fused into unique data of one target table. However, in the existing data fusion, data of different tables are matched pairwise, and the data source is not referred to, so that the reliability of the obtained data in the target table is low.
Aiming at the problem that in the prior art, in the process of fusing data in different tables to obtain a target table, the credibility of the data in the target table is low, an effective solution is not provided at present.
Disclosure of Invention
Embodiments of the present invention provide a data processing method and apparatus, so as to at least solve a technical problem in the prior art that, in a process of obtaining a target table by fusing data in different tables, the reliability of the data in the obtained target table is low.
According to an aspect of an embodiment of the present invention, there is provided a data processing method, including: respectively acquiring N identical fields included in the N first data tables from the N first data tables, wherein N is an integer greater than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; and sending the data corresponding to the field with the highest priority to a target table.
Optionally, sorting the N identical fields according to a first predetermined rule, and obtaining a field with a highest priority includes: sorting the N identical fields by sources of the N first data tables, wherein the sources of the N first data tables include: fields in a data form obtained from a public security system, fields in a data form obtained from the webpage, and fields in a data form obtained from historical text data; the priority sequence of the fields is from large to small, namely, the fields in a data form acquired from a public security system, the fields in a data form acquired from a webpage and the fields in a data form acquired from historical text data; and determining the field in the data table acquired from the public security system as the field with the highest priority.
Optionally, the N first data tables include: when the second data table and the third data table both include the first field, sending the data corresponding to the field with the highest priority to the target table includes: selecting a first field in the second data table as a field with the highest priority according to a second preset rule; and sending the data corresponding to the first field in the second data table to the target table.
Optionally, in a case that both the second data table and the third data table further include a second field, after the first field in the second data table is selected as the field with the highest priority according to a second predetermined rule, the method includes: and sending data corresponding to the second field in the second data table to the target table.
Optionally, after the first field in the second data table is selected as the field with the highest priority according to a second predetermined rule, the method further includes: and updating the data corresponding to the first field in the third data table into the target table under the condition that the data of the first field in the second data table is empty.
According to another aspect of the embodiments of the present invention, there is also provided an apparatus of a data processing apparatus, including: the device comprises an acquisition unit, a processing unit and a display unit, wherein the acquisition unit is used for respectively acquiring N identical fields included in N first data tables from the N first data tables, wherein N is an integer greater than 1; a determining unit, configured to sort the N identical fields according to a first predetermined rule, so as to obtain a field with a highest priority; and the sending unit is used for sending the data corresponding to the field with the highest priority to the target table.
Optionally, the N first data tables include: in a case where the second data table and the third data table both include the first field, the transmitting unit includes: the first determining module is used for selecting the first field in the second data table as the field with the highest priority according to a second preset rule; and the first sending module is used for sending the data corresponding to the first field in the second data table to the target table.
Optionally, the sending unit further includes: and a second sending module, configured to, when both the second data table and the third data table further include a second field, send data corresponding to the second field in the second data table to the target table after selecting, according to a second pre-rule, the field with the highest priority as the first field in the second data table.
Optionally, the sending unit further includes: and a third sending module, configured to, after selecting, according to a second pre-rule, that a first field in the second data table is a field with a highest priority, send, when data corresponding to the first field in the second data table is empty, data corresponding to the first field in the third data table to the target table.
According to another aspect of the embodiments of the present invention, there is also provided a storage medium including a stored program, wherein the program executes the method for data processing according to any one of the above.
According to another aspect of the embodiments of the present invention, there is also provided a processor, configured to execute a program, where the program executes to perform the data processing method according to any one of the above methods.
In the embodiment of the invention, N identical fields included in N first data tables are respectively obtained from the N first data tables, wherein N is an integer greater than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; the data corresponding to the field with the highest priority is sent to the target table, so that the technical effects that the same fields in the N first data tables are subjected to priority sequencing, and the fields with the high priorities are sent to the target table are achieved, the data in the target table are high in reliability are improved, and the technical problem that in the prior art, the data in the target table are low in reliability in the process of fusing the data in different tables to obtain the target table is solved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
FIG. 1 is a flow diagram of a method of data processing according to an embodiment of the invention;
fig. 2 is a schematic diagram of an apparatus for data processing according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In accordance with an embodiment of the present invention, there is provided a method embodiment of data processing, it being noted that the steps illustrated in the flowchart of the figure may be performed in a computer system such as a set of computer-executable instructions and that, although a logical order is illustrated in the flowchart, in some cases the steps illustrated or described may be performed in an order different than here.
The data processing method of the embodiment of the present invention will be described in detail below.
Fig. 1 is a flowchart of a method of data processing according to an embodiment of the present invention, as shown in fig. 1, the method of data processing including the steps of:
step S102, respectively obtaining N identical fields included in the N first data tables from the N first data tables, where N is an integer greater than 1.
The first data table in step S102 may be obtained from a public security system, a web page, or historical text data.
When N is 3, 3 data tables are acquired, and may be called data table a, data table B, and data table C, respectively. The data table a may include 4 fields, the data table B may include 5 fields, and the data table C may include 6 fields, where the data table a, the data table B, and the data table C all include name fields or also include age, etc.
And step S104, sequencing the N same fields according to a first preset rule to obtain a field with the highest priority.
It should be noted that, sorting the N identical fields according to the first predetermined rule, and obtaining the field with the highest priority may include: sorting the N identical fields by the sources of the N first data tables, wherein the sources of the N first data tables comprise: fields in a data form acquired from a public security system, fields in a data form acquired from a webpage, and fields in a data form acquired from historical text data; the priority sequence of the fields is from large to small, namely, the fields in a data form acquired from a public security system, the fields in a data form acquired from a webpage and the fields in a data form acquired from historical text data; determining the field with the highest priority in the data table obtained from the public security system
And step S106, sending the data corresponding to the field with the highest priority to the target form.
Through the steps, N identical fields included in the N first data tables are respectively obtained from the N first data tables, wherein N is an integer larger than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; the data corresponding to the field with the highest priority is sent to the target table, so that the technical effects that the same fields in the N first data tables are subjected to priority sequencing, and the fields with the high priorities are sent to the target table are achieved, the data in the target table are high in reliability are improved, and the technical problem that in the prior art, the data in the target table are low in reliability in the process of fusing the data in different tables to obtain the target table is solved.
As an alternative embodiment, the N first data tables include: when the second data table and the third data table both include the first field, sending the data corresponding to the field with the highest priority to the target table includes: selecting a first field in a second data table as a field with the highest priority according to a second preset rule; and sending the data corresponding to the first field in the second data table to the target table.
In the method, the second preset rule may be considered to be manually set as required, that is, when data fusion is performed on the second data table and the third data table, the field in the second data table may be preset to have the highest priority, and then data corresponding to the field in the second data table is sent to the target table.
Meanwhile, the field information can also be sent to the target data.
As an alternative embodiment, in a case that the second data table and the third data table further include the second field, after the first field in the second data table is selected as the field with the highest priority according to the second predetermined rule, the method may include: and sending the data corresponding to the second field in the second data table to the target table.
That is, the corresponding data of the second field is sent to the target table according to the priority selected by the first field.
As an alternative embodiment, after the first field in the second data table is selected as the field with the highest priority according to the second predetermined rule, the method may further include: and under the condition that the data corresponding to the first field in the second data table is empty, sending the data corresponding to the first field in the third data table to the target table.
For example, in the case that the data corresponding to the first field in the selected second data table is empty, the corresponding data of the first field in the third data table is sent to the target table.
The invention also provides a preferred embodiment, which provides a data fusion method, and the method can be applied to map construction. The method specifically comprises the following steps:
step 1: selecting an original table and a target table to be fused;
wherein, an original table A1, A2, A3 and a target table B to be fused are selected.
Step 2: carrying out priority sequencing on the same fields aiming at a plurality of original tables;
wherein, the same fields in the multiple original tables are sorted, for example, two same fields: identity card number and age, the field priority that the identity card number corresponds: a1, A2, A3, age-corresponding field priority: a3, A2 and A1.
And 3, step 3: in the fusion process, if the same fields in a plurality of tables need to be fused into the target table, sorting is carried out according to the priority of the fields, and the data in the first non-empty table of the data in the sequence is taken.
In the fusion process, aiming at the field 'identity card number', the data in the first data non-empty table of A1, A2 and A3 are sequentially selected according to the sequencing of the field priority; for the field 'age', the data in the first non-empty data table of the data A3, A2 and A1 are sequentially taken according to the sorting of the field priority.
And 4, step 4: the priority sequence of the original table fields in the fusion process can be adjusted according to the fusion effect, and the quality of the fused data is optimized;
if the data quality of the field age A2 table is better, the priority sequence of the age field in the fusion process is adjusted to be A2, A3 and A1 according to the fusion effect, the fusion process is restarted, and the fusion data quality is optimized.
And 5: when a new fusion situation is met, the operation is circulated according to the steps 1-4.
By the above preferred implementation, data fusion can be completed more efficiently and conveniently, and a user can flexibly adjust a fusion strategy conveniently.
According to an embodiment of the present invention, an embodiment of a data processing apparatus is further provided, and it should be noted that the data processing apparatus may be configured to execute a method for data processing in the embodiment of the present invention, that is, the method for data processing in the embodiment of the present invention may be executed in the data processing apparatus.
Fig. 2 is a schematic diagram of a data processing apparatus according to an embodiment of the present invention, and as shown in fig. 2, the data processing apparatus may include: an acquisition unit 21, a determination unit 23, and a transmission unit 25. Which is described in detail below.
The obtaining unit is configured to obtain N identical fields included in each of the N first data tables from the N first data tables, where N is an integer greater than 1.
The determining unit 23 is configured to sort the N identical fields according to a first predetermined rule, so as to obtain a field with the highest priority.
And a sending unit 25, configured to send the data corresponding to the field with the highest priority to the target table.
By the above apparatus, the obtaining unit 21 obtains N identical fields included in N first data tables from the N first data tables, respectively, where N is an integer greater than 1; the determining unit 23 sorts the N identical fields according to a first predetermined rule to obtain a field with the highest priority; the sending unit sends the data corresponding to the field with the highest priority to the target table, so that the technical effects that the same fields in the N first data tables are subjected to priority sequencing, and the field with the high priority is sent to the target table are achieved, the data in the target table is high in reliability are improved, and the technical problem that in the prior art, the data in different tables are fused to obtain the target table, and the obtained data in the target table is low in reliability is solved.
It should be noted that the obtaining unit 21 in this embodiment may be configured to execute step S102 in this embodiment of the present invention, the determining unit 23 in this embodiment may be configured to execute step S104 in this embodiment of the present invention, and the sending unit in this embodiment may be configured to execute step S106 in this embodiment of the present invention. The modules are the same as the corresponding steps in the realized examples and application scenarios, but are not limited to the disclosure of the above embodiments.
As an alternative embodiment, the N first data tables may include: in a case where the second data table and the third data table both include the first field, the transmitting unit includes: the first determining module is used for selecting the first field in the second data table as the field with the highest priority according to a second preset rule; and the first sending module is used for sending the data corresponding to the first field in the second data table to the target table.
As an optional embodiment, the sending unit may further include: and the second sending module is used for sending the data corresponding to the second field in the second data table to the target table after the first field in the second data table is selected as the field with the highest priority according to a second preset rule under the condition that the second data table and the third data table also comprise the second field.
As an optional embodiment, the sending unit may further include: and the third sending module is used for sending the data corresponding to the first field in the third data table to the target table under the condition that the data corresponding to the first field in the second data table is empty after the first field in the second data table is selected as the field with the highest priority according to a second preset rule.
According to another aspect of the embodiments of the present invention, there is also provided a storage medium including a stored program, where the program when executed controls a device on which the storage medium is located to perform the following operations: respectively acquiring N identical fields included in N first data tables from the N first data tables, wherein N is an integer greater than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; and sending the data corresponding to the field with the highest priority to the target table.
According to another aspect of the embodiment of the present invention, there is provided a processor, configured to execute a program, where the program executes the following operations: respectively acquiring N identical fields included in N first data tables from the N first data tables, wherein N is an integer greater than 1; sorting the N same fields according to a first preset rule to obtain a field with the highest priority; and sending the data corresponding to the field with the highest priority to the target table.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
In the above embodiments of the present invention, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the embodiments provided in the present application, it should be understood that the disclosed technical content can be implemented in other manners. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units may be a logical division, and in actual implementation, there may be another division, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (5)
1. A method of data processing, comprising:
respectively acquiring N identical fields included in the N first data tables from the N first data tables, wherein N is an integer greater than 1;
sorting the N identical fields according to a first preset rule to obtain a field with the highest priority;
sending the data corresponding to the field with the highest priority to a target table;
the N first data tables include: when the second data table and the third data table both include the first field, sending the data corresponding to the field with the highest priority to the target table includes:
selecting a first field in the second data table as a field with the highest priority according to a second preset rule;
sending data corresponding to the first field in the second data table to the target table;
in a case where both the second data table and the third data table further include a second field, after selecting the first field in the second data table as the highest priority field according to a second pre-rule, the method includes:
sending data corresponding to a second field in the second data table to the target table;
after the first field in the second data table is selected as the field with the highest priority according to a second pre-rule, the method further comprises:
and sending the data corresponding to the first field in the third data table to the target table under the condition that the data corresponding to the first field in the second data table is empty.
2. The method of claim 1, wherein sorting the N identical fields according to a first pre-rule, resulting in a field with a highest priority comprises:
sorting the N identical fields by sources of the N first data tables, wherein the sources of the N first data tables include: fields in a data form acquired from a public security system, fields in a data form acquired from a webpage, and fields in a data form acquired from historical text data;
the priority sequence of the fields is from large to small, namely, the fields in a data form acquired from a public security system, the fields in a data form acquired from a webpage and the fields in a data form acquired from historical text data;
and determining the field in the data table acquired from the public security system as the field with the highest priority.
3. An apparatus for data processing, comprising:
the device comprises an acquisition unit, a processing unit and a display unit, wherein the acquisition unit is used for respectively acquiring N identical fields included by N first data tables from the N first data tables, wherein N is an integer larger than 1;
a determining unit, configured to sort the N identical fields according to a first predetermined rule, so as to obtain a field with a highest priority;
a sending unit, configured to send the data corresponding to the field with the highest priority to a target table;
the N first data tables include: in a case where the second data table and the third data table both include the first field, the transmitting unit includes:
the first determining module is used for selecting the first field in the second data table as the field with the highest priority according to a second preset rule;
a first sending module, configured to send data corresponding to a first field in the second data table to the target table;
the transmitting unit further includes: a second sending module, configured to, when both the second data table and the third data table further include a second field, send data corresponding to the second field in the second data table to the target table after selecting, according to a second pre-rule, that the first field in the second data table is a field with a highest priority;
the transmitting unit further includes: and a third sending module, configured to send, after selecting, according to a second pre-rule, a field with a highest priority as a first field in the second data table, data corresponding to the first field in the third data table to the target table when data corresponding to the first field in the second data table is empty.
4. A storage medium, characterized in that the storage medium comprises a stored program, wherein the program, when executed, controls an apparatus in which the storage medium is located to perform the method of any of claims 1 to 2.
5. A processor, characterized in that the processor is configured to run a program, wherein the program when running performs the method of any of claims 1 to 2.
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| CN110852041A (en) * | 2019-10-12 | 2020-02-28 | 重庆金融资产交易所有限责任公司 | Field processing method and related equipment |
| CN110751204A (en) * | 2019-10-16 | 2020-02-04 | 北京明略软件系统有限公司 | Data fusion method and device, storage medium and electronic device |
| CN111258981A (en) * | 2020-01-13 | 2020-06-09 | 中国建设银行股份有限公司 | Data processing method, device, equipment and storage medium |
| CN111737246A (en) * | 2020-06-29 | 2020-10-02 | 北京明略软件系统有限公司 | Data fusion method and device, electronic equipment and storage medium |
| CN112860743A (en) * | 2021-01-26 | 2021-05-28 | 恩亿科(北京)数据科技有限公司 | Method, device and equipment for data extraction |
| CN115391403B (en) * | 2022-08-29 | 2023-08-25 | 中电金信软件有限公司 | Data integration method and data integration device based on rule engine |
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